Seismic Toolbox

This is a toolbox for doing large scale data processing on seismic waveforms.

It is also a showcase of some of the work that I have done.

Thesis

Refer to thesis to see how it is implemented with deep learning models for earthquake detection:

https://repository.kaust.edu.sa/bitstream/handle/10754/662251/jamesAudretschThesis.pdf?sequence=5

Getting Started

Run the following commands build all relevant Docker images:

bash install.sh

Now to run the Jupyter notebook:

docker-compose up

Great! Now on localhost:8000, you'll have a Jupyter Notebook running with all of the required packages.

Seismic Toolbox Example

Refer to the files in the ReadMe here:

https://github.com/jamesaud/seismic-analysis-toolbox/tree/master/seismic_toolbox